{"id":"W2925864121","doi":"10.1093/rheumatology/kez057.044","title":"045. EVALUATION OF NOVEL SERUM BIOMARKERS OF DISEASE ACTIVITY IN GIANT CELL ARTERITIS, TAKAYASU’S ARTERITIS, POLYARTERITIS NODOSA, AND EOSINOPHILIC GRANULOMATOSIS WITH POLYANGIITIS","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Granulomatosis with polyangiitis; Polyarteritis nodosa; Giant cell arteritis; Eosinophilic; Churg-strauss syndrome; Arteritis; Vasculitis; Dermatology; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482933,0.0004018143,0.0004224543,0.0006226819,0.0001541088,0.0006033697,0.0002027131,0.0003706021,0.001307739],"category_scores_gemma":[0.001570717,0.0001186967,0.0003796411,0.0005170504,0.0001631505,0.0003207649,0.0002238648,0.0002861731,0.0003732097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086882,"about_ca_system_score_gemma":0.0002329827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002981241,"about_ca_topic_score_gemma":0.0003838791,"domain_scores_codex":[0.9995518,0.0001601875,0.00005348215,0.00008972167,0.0001016382,0.00004305895],"domain_scores_gemma":[0.9989282,0.0003052624,0.0004124046,0.00004146956,0.0001457304,0.0001668761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002361666,0.0001985792,0.9678884,0.00009488995,0.0001821035,0.0001339695,0.00005745392,0.0004128044,0.008627443,0.00003165152,0.0001461987,0.0198649],"study_design_scores_gemma":[0.0001028145,0.002584228,0.9888521,0.00002272696,0.000193705,0.0008087837,0.00007007919,0.003477879,0.003238007,0.00006660907,0.0005746811,0.000008436818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982444,0.0007131143,0.0003952634,0.00002841506,0.00001005634,0.00001801346,0.0002018864,0.0000114736,0.0003773931],"genre_scores_gemma":[0.9983944,0.00008241156,0.001031963,0.00001856616,0.00001128998,0.00001533174,0.0003175118,0.000001767878,0.0001267884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482933,"threshold_uncertainty_score":0.0078426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138518916740803,"score_gpt":0.2374830490638873,"score_spread":0.2260978598964793,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}